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Investigating the effective factors on the non-current claims of the banking system of the country (Iran) and ranking the share of each of them based on the Bayesian averaging approach | ||
| International Journal of Nonlinear Analysis and Applications | ||
| مقاله 4، دوره 17، شماره 4، تیر 2026، صفحه 35-46 اصل مقاله (408.45 K) | ||
| نوع مقاله: Research Paper | ||
| شناسه دیجیتال (DOI): 10.22075/ijnaa.2023.32054.4754 | ||
| نویسندگان | ||
| Akbar Noroozi Abargouie1؛ Abbas Alavi Rad* 2؛ Mohammadali Dehgan Tafti2 | ||
| 1Department of Economics, Abarkouh Branch, Islamic Azad University, Abarkouh, Iran | ||
| 2Department of Economics, Yazd Branch, Islamic Azad University, Yazd, Iran | ||
| تاریخ دریافت: 24 شهریور 1402، تاریخ پذیرش: 24 آبان 1402 | ||
| چکیده | ||
| Today, banks are introduced as pillars of economic growth and development. Given the importance of banks in boosting economic growth, identifying the factors influencing non-current demands is essential. Therefore, in this article, we have studied the role of influencing factors on non-current claims. For this purpose, after identifying the variables affecting non-current claims, we have investigated the direction and intensity of the effect of these variables on non-current claims using the Bayesian Model Averaging method. The results obtained from the model estimation show that the growth of GDP and net exports harms the non-current claims of the banking system. Additionally, variables such as inflation growth, exchange rate growth, informal market real interest rate differential, official market interest rate, money supply, budget deficit to gross domestic product ratio, unemployment rate, bank size, past period loans growth, and deposit to cost ratio (as an efficiency measure) have a direct impact on the non-current claims of the banking system. Ultimately, variables such as the national savings to GDP, stock market return, management quality, and ethical risk have no significant influence on the non-current claims of the banking system, considering their low likelihood of inclusion. | ||
| کلیدواژهها | ||
| non-current claims of the banking system؛ Bayesian model averaging (BMA)؛ weighted average least squares (WALS) | ||
| مراجع | ||
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[1] A. Ando and F. Modigliani, The ”life cycle” hypothesis of saving: Aggregate implications and tests, Amer. Econ. Rev. 53 (1963), no. 1, 55–84. [2] S. Azizenjad and M. Seyed Noorani, Evaluation of the effects of economic sanctions on Iran’s foreign trade, Majlis Strategy 61 (2012), 165–210. [3] H. Bastanzad and P. Davoudi, The impact of macro systematic shocks on the non-performing loans: Multivariate stochastic volatility model, Plann. Budget. Quart. 26 (2021), no. 3, 49–74. [In Persian] [4] C. Fernandez, E. Ley, and M.F. Steel, Model uncertainty in cross-country growth regressions, J. Appl. Economet. 16 (2001), no. 5, 563–576. [5] H. Fofack and H.L. Fofack, Nonperforming Loans in Sub-Saharan Africa: Causal Analysis and Macroeconomic Implications, World Bank Publications, 2005. [6] S. Golzarianpour, H. Golmoradi, and M. Esmaili Tazangi, Factors affecting the Iran commercial bank credit with emphasis on non-performing loans, J. Program Dev. Res. 1 (2019), no. 1, 111–149. [In Persian] [7] A. Goodarzi, M. Rezaeizadeh, M. Valikhani, and A. Shirvani Jozdani, Designing a pattern for receiving overdue bank receivables (Case study of Sepah Bank of the Islamic Republic of Iran), Islamic Life J. 3 (2017), no. 1, 114–122. [8] F.A. Hayek, Business Cycles, Part II, University of Chicago Press, 2012. [9] A. Heydari, Z. Zavarian and I. Noorbakhsh, The effect of macroeconomic indices on non-performing loans, QJER 11 (2011), no. 1, 43–65. [10] J.A. Hoeting, D. Madigan, A.E. Raftery and C.T. Volinsky, Bayesian model averaging: A tutorial (with comments by M. Clyde, David Draper and E.L. George, and a rejoinder by the authors, Stat. Sci. 14 (1999), no. 4, 382–417. [11] H. Jeffreys, Theory of Probability, 3rd ed, Oxford University Press, 1961. [12] R.E. Kass and A.E. Raftery, Bayes factors, J. Amer. Stat. Assoc. 90 (1995), no. 430, 773–795. [13] M. Kharashadi, Investigation of factors affecting the increase in non-current claims of Saderat Bank, First Int. Conference Ind. Engin. Manag. Econ. Account., 2021, pp. 12–20. [14] P.S. Kingu, S. Macha, and R. Gwahula, Impact of non-performing loans on bank’s profitability: Empirical evidence from commercial banks in Tanzania, Int. J. Sci. Res. Manag. 6 (2018), no. 1, 71–79. [15] G. Koop and S. Potter, Forecasting in large macroeconomic panels using Bayesian model averaging, FRB NY Staff Report No. 163, Available at SSRN: https://ssrn.com/abstract=892860, 2003. [16] E.E. Leamer, Specification Searches: Ad Hoc Inference with Nonexperimental Data, Wiley, New York, 1978. [17] D.P. Louzis, A.T. Vouldis, and V.L. Metaxas, Macroeconomic and bank specific determinants of non-performing loans in Greece: A comparative study of mortgage, business and consumer loan portfolios, J. Bank. Finance 36 (2012), no. 4, 1012–1027. [18] J.R. Magnus, O. Powell, and P. Prufer, A comparison of two model averaging techniques with an application to growth empirics, J. Economet. 154 (2010), no. 2, 139–153. [19] V. Makri, A Tsaganos, and A. Bellas, A cross-country study: Determinants of non-performing loans in the Eurozone, Ann. Int. Conf. Account.Finance (AF 2011), Singapore, 2011. [20] S.G. Mauro L. Cinquini, and D. Pianezzi, New public management between reality and illusion: Analysing the validity of performance-based budgeting, Br. Account. Rev. 53 (2021), no. 6, 100825. [21] M.S.H. Patwary and N. Tasneem, Impact of non-performing loans on profitability of banks in Bangladesh: A study from 1997 to 2017, Global J. Manage. Bus. Res.: C Finance, 19 (2019), no. 1, 13–27. [22] D.J. Poirier, Intermediate statistics and econometrics: a comparative approach, MIT Press, 1995. [23] N. Radivojevic, D. Cvijanovic, D. Sekulic, D. Pavlovic, S. Jovic and G. Maksimovic, Econometric model of non-performing loans determinants, Phys. A: Stat. Mech. Appl. 520 (2019), 481–488. [24] M. Sezavar, A. Khazaei, and M. Islamian, Investigating the phenomenon of bank arrears and comparing it with some countries (with an emphasis on the role of the law of interest banking operations in Iran), Econ. Policy Res. Quart. 29 (2021), 263–282. [25] L. Wasserman, Bayesian model selection and model averaging, J. Math. Psycho. 44 (2000), no. 1, 92–107. | ||
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